wlei 339b8a0019 [AutoFDO] Use flattened profiles for profile staleness metrics
For profile staleness report, before it only counts for the top-level function samples in the nested profile, the samples in the inlinees are ignored. This could affect the quality of the metrics when there are heavily inlined functions. This change adds a feature to flatten the nested profile and we're changing to use flatten profile as the input for stale profile detection and matching.
Example for profile flattening:

```
Original profile:
_Z3bazi:20301:1000
 1: 1000
 3: 2000
 5: inline1:1600
   1: 600
   3: inline2:500
     1: 500

Flattened profile:
_Z3bazi:18701:1000
 1: 1000
 3: 2000
 5: 600 inline1:600
inline1:1100:600
 1: 600
 3: 500 inline2: 500
inline2:500:500
 1: 500
```
This feature could be useful for offline analysis, like understanding the hotness of each individual function. So I'm adding the support to `llvm-profdata merge` under `--gen-flattened-profile`.

Reviewed By: hoy, wenlei

Differential Revision: https://reviews.llvm.org/D146452
2023-03-30 11:05:10 -07:00

188 lines
13 KiB
LLVM

; Test for CSSPGO's new early inliner using priority queue
; Note that we need new pass manager to enable top-down processing for sample profile loader
; Test we inlined the following in top-down order with old inliner
; main:3 @ _Z5funcAi
; main:3 @ _Z5funcAi:1 @ _Z8funcLeafi
; _Z5funcBi:1 @ _Z8funcLeafi
; RUN: opt < %s -passes=sample-profile -sample-profile-file=%S/Inputs/profile-context-tracker.prof -sample-profile-inline-size -sample-profile-prioritized-inline=0 -profile-sample-accurate -S -pass-remarks=inline -o /dev/null 2>&1 | FileCheck %s --check-prefix=INLINE-BASE
; RUN: llvm-profdata merge --sample --extbinary --use-md5 %S/Inputs/profile-context-tracker.prof -o %t.md5
; RUN: opt < %s -passes=sample-profile -sample-profile-file=%t.md5 -sample-profile-inline-size -sample-profile-prioritized-inline=0 -profile-sample-accurate -S -pass-remarks=inline -o /dev/null 2>&1 | FileCheck %s --check-prefix=INLINE-BASE
; RUN: llvm-profdata merge --sample --text --convert-sample-profile-layout=nest %S/Inputs/profile-context-tracker.prof -o %t.prof
; RUN: opt < %s -passes=sample-profile -sample-profile-file=%t.prof -sample-profile-inline-size -sample-profile-prioritized-inline=0 -profile-sample-accurate -S -pass-remarks=inline -o /dev/null 2>&1 | FileCheck %s --check-prefix=INLINE-BASE
; With new FDO early inliner, callee entry count is used to drive inlining instead of callee total samples, so we get less inlining for given profile
; RUN: opt < %s -passes=sample-profile -sample-profile-file=%S/Inputs/profile-context-tracker.prof -sample-profile-inline-size -profile-sample-accurate -S -pass-remarks=inline -o /dev/null 2>&1 | FileCheck %s --check-prefix=INLINE-NEW
; RUN: opt < %s -passes=sample-profile -sample-profile-file=%t.prof -sample-profile-prioritized-inline -sample-profile-inline-size -profile-sample-accurate -S -pass-remarks=inline -o /dev/null 2>&1 | FileCheck %s --check-prefix=INLINE-NEW
;
; With new FDO early inliner, callee entry count is used to drive inlining instead of callee total samples, tuning hot cutoff can get us the same inlining
; RUN: opt < %s -passes=sample-profile -sample-profile-file=%S/Inputs/profile-context-tracker.prof -sample-profile-inline-size -profile-summary-cutoff-hot=999990 -profile-sample-accurate -S -pass-remarks=inline -o /dev/null 2>&1 | FileCheck %s --check-prefix=INLINE-BASE
;
; With new FDO early inliner, callee entry count is used to drive inlining instead of callee total samples, tuning cold sample profile inline threshold can get us the same inlining
; RUN: opt < %s -passes=sample-profile -sample-profile-file=%S/Inputs/profile-context-tracker.prof -sample-profile-inline-size -sample-profile-cold-inline-threshold=200 -profile-sample-accurate -S -pass-remarks=inline -o /dev/null 2>&1 | FileCheck %s --check-prefix=INLINE-BASE
;
; With new FDO early inliner and tuned cutoff, we can control inlining through size growth tuning knob.
; RUN: opt < %s -passes=sample-profile -sample-profile-file=%S/Inputs/profile-context-tracker.prof -sample-profile-inline-size -profile-summary-cutoff-hot=999990 -sample-profile-inline-limit-min=0 -sample-profile-inline-growth-limit=1 -profile-sample-accurate -S -pass-remarks=inline -o /dev/null 2>&1 | FileCheck %s --allow-empty --check-prefix=INLINE-NEW-LIMIT1
; RUN: opt < %s -passes=sample-profile -sample-profile-file=%S/Inputs/profile-context-tracker.prof -sample-profile-inline-size -profile-summary-cutoff-hot=999990 -sample-profile-inline-limit-min=10 -sample-profile-inline-growth-limit=1 -profile-sample-accurate -S -pass-remarks=inline -o /dev/null 2>&1 | FileCheck %s --check-prefix=INLINE-NEW-LIMIT2
; INLINE-BASE: remark: merged.cpp:14:10: '_Z5funcAi' inlined into 'main' to match profiling context with (cost={{[0-9]+}}, threshold={{[0-9]+}}) at callsite main:3:10
; INLINE-BASE: remark: merged.cpp:27:11: '_Z8funcLeafi' inlined into 'main' to match profiling context with (cost={{[0-9]+}}, threshold={{[0-9]+}}) at callsite _Z5funcAi:1:11 @ main:3:10
; INLINE-BASE: remark: merged.cpp:33:11: '_Z8funcLeafi' inlined into '_Z5funcBi' to match profiling context with (cost={{[0-9]+}}, threshold={{[0-9]+}}) at callsite _Z5funcBi:1:11
; INLINE-NEW: remark: merged.cpp:14:10: '_Z5funcAi' inlined into 'main' to match profiling context with (cost={{[0-9]+}}, threshold={{[0-9]+}}) at callsite main:3:10
; INLINE-NEW-NOT: remark
; INLINE-NEW-LIMIT1-NOT: remark
; INLINE-NEW-LIMIT2: remark: merged.cpp:33:11: '_Z8funcLeafi' inlined into '_Z5funcBi' to match profiling context with (cost={{[0-9]+}}, threshold={{[0-9]+}}) at callsite _Z5funcBi:1:11
; INLINE-NEW-LIMIT2: remark: merged.cpp:27:11: '_Z8funcLeafi' inlined into '_Z5funcAi' to match profiling context with (cost={{[0-9]+}}, threshold={{[0-9]+}}) at callsite _Z5funcAi:1:11;
; INLINE-NEW-LIMIT2-NOT: remark
@factor = dso_local global i32 3, align 4, !dbg !0
define dso_local i32 @main() local_unnamed_addr #0 !dbg !18 {
entry:
br label %for.body, !dbg !25
for.cond.cleanup: ; preds = %for.body
ret i32 %add3, !dbg !27
for.body: ; preds = %for.body, %entry
%x.011 = phi i32 [ 300000, %entry ], [ %dec, %for.body ]
%r.010 = phi i32 [ 0, %entry ], [ %add3, %for.body ]
%call = tail call i32 @_Z5funcBi(i32 %x.011), !dbg !32
%add = add nuw nsw i32 %x.011, 1, !dbg !31
%call1 = tail call i32 @_Z5funcAi(i32 %add), !dbg !28
%add2 = add i32 %call, %r.010, !dbg !34
%add3 = add i32 %add2, %call1, !dbg !35
%dec = add nsw i32 %x.011, -1, !dbg !36
%cmp = icmp eq i32 %x.011, 0, !dbg !38
br i1 %cmp, label %for.cond.cleanup, label %for.body, !dbg !25
}
define dso_local i32 @_Z5funcAi(i32 %x) local_unnamed_addr #1 !dbg !40 {
entry:
%add = add nsw i32 %x, 100000, !dbg !44
%call = tail call i32 @_Z8funcLeafi(i32 %add), !dbg !45
ret i32 %call, !dbg !46
}
define dso_local i32 @_Z8funcLeafi(i32 %x) local_unnamed_addr #1 !dbg !54 {
entry:
%cmp = icmp sgt i32 %x, 0, !dbg !57
br i1 %cmp, label %while.body, label %while.cond2.preheader, !dbg !59
while.cond2.preheader: ; preds = %entry
%cmp313 = icmp slt i32 %x, 0, !dbg !60
br i1 %cmp313, label %while.body4, label %if.end, !dbg !63
while.body: ; preds = %while.body, %entry
%x.addr.016 = phi i32 [ %sub, %while.body ], [ %x, %entry ]
%tmp = load volatile i32, ptr @factor, align 4, !dbg !64
%call = tail call i32 @_Z3fibi(i32 %tmp), !dbg !67
%sub = sub nsw i32 %x.addr.016, %call, !dbg !68
%cmp1 = icmp sgt i32 %sub, 0, !dbg !69
br i1 %cmp1, label %while.body, label %if.end, !dbg !71
while.body4: ; preds = %while.body4, %while.cond2.preheader
%x.addr.114 = phi i32 [ %add, %while.body4 ], [ %x, %while.cond2.preheader ]
%tmp1 = load volatile i32, ptr @factor, align 4, !dbg !72
%call5 = tail call i32 @_Z3fibi(i32 %tmp1), !dbg !74
%add = add nsw i32 %call5, %x.addr.114, !dbg !75
%cmp3 = icmp slt i32 %add, 0, !dbg !60
br i1 %cmp3, label %while.body4, label %if.end, !dbg !63
if.end: ; preds = %while.body4, %while.body, %while.cond2.preheader
%x.addr.2 = phi i32 [ 0, %while.cond2.preheader ], [ %sub, %while.body ], [ %add, %while.body4 ]
ret i32 %x.addr.2, !dbg !76
}
define dso_local i32 @_Z5funcBi(i32 %x) local_unnamed_addr #0 !dbg !47 {
entry:
%sub = add nsw i32 %x, -100000, !dbg !51
%call = tail call i32 @_Z8funcLeafi(i32 %sub), !dbg !52
ret i32 %call, !dbg !53
}
declare i32 @_Z3fibi(i32)
attributes #0 = { nofree noinline norecurse nounwind uwtable "correctly-rounded-divide-sqrt-fp-math"="false" "disable-tail-calls"="false" "frame-pointer"="none" "less-precise-fpmad"="false" "min-legal-vector-width"="0" "no-infs-fp-math"="false" "no-jump-tables"="false" "no-nans-fp-math"="false" "no-signed-zeros-fp-math"="false" "no-trapping-math"="false" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "unsafe-fp-math"="false" "use-soft-float"="false" "use-sample-profile" }
attributes #1 = { nofree norecurse nounwind uwtable "correctly-rounded-divide-sqrt-fp-math"="false" "disable-tail-calls"="false" "frame-pointer"="none" "less-precise-fpmad"="false" "min-legal-vector-width"="0" "no-infs-fp-math"="false" "no-jump-tables"="false" "no-nans-fp-math"="false" "no-signed-zeros-fp-math"="false" "no-trapping-math"="false" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "unsafe-fp-math"="false" "use-soft-float"="false" "use-sample-profile" }
!llvm.dbg.cu = !{!2}
!llvm.module.flags = !{!14, !15, !16}
!llvm.ident = !{!17}
!0 = !DIGlobalVariableExpression(var: !1, expr: !DIExpression())
!1 = distinct !DIGlobalVariable(name: "factor", scope: !2, file: !3, line: 21, type: !13, isLocal: false, isDefinition: true)
!2 = distinct !DICompileUnit(language: DW_LANG_C_plus_plus_14, file: !3, producer: "clang version 11.0.0", isOptimized: true, runtimeVersion: 0, emissionKind: FullDebug, enums: !4, retainedTypes: !5, globals: !12, splitDebugInlining: false, debugInfoForProfiling: true, nameTableKind: None)
!3 = !DIFile(filename: "merged.cpp", directory: "/local/autofdo")
!4 = !{}
!5 = !{!6, !10, !11}
!6 = !DISubprogram(name: "funcA", linkageName: "_Z5funcAi", scope: !3, file: !3, line: 6, type: !7, flags: DIFlagPrototyped, spFlags: DISPFlagOptimized, retainedNodes: !4)
!7 = !DISubroutineType(types: !8)
!8 = !{!9, !9}
!9 = !DIBasicType(name: "int", size: 32, encoding: DW_ATE_signed)
!10 = !DISubprogram(name: "funcB", linkageName: "_Z5funcBi", scope: !3, file: !3, line: 7, type: !7, flags: DIFlagPrototyped, spFlags: DISPFlagOptimized, retainedNodes: !4)
!11 = !DISubprogram(name: "funcLeaf", linkageName: "_Z8funcLeafi", scope: !3, file: !3, line: 22, type: !7, flags: DIFlagPrototyped, spFlags: DISPFlagOptimized, retainedNodes: !4)
!12 = !{!0}
!13 = !DIDerivedType(tag: DW_TAG_volatile_type, baseType: !9)
!14 = !{i32 7, !"Dwarf Version", i32 4}
!15 = !{i32 2, !"Debug Info Version", i32 3}
!16 = !{i32 1, !"wchar_size", i32 4}
!17 = !{!"clang version 11.0.0"}
!18 = distinct !DISubprogram(name: "main", scope: !3, file: !3, line: 11, type: !19, scopeLine: 11, flags: DIFlagPrototyped | DIFlagAllCallsDescribed, spFlags: DISPFlagDefinition | DISPFlagOptimized, unit: !2, retainedNodes: !21)
!19 = !DISubroutineType(types: !20)
!20 = !{!9}
!21 = !{!22, !23}
!22 = !DILocalVariable(name: "r", scope: !18, file: !3, line: 12, type: !9)
!23 = !DILocalVariable(name: "x", scope: !24, file: !3, line: 13, type: !9)
!24 = distinct !DILexicalBlock(scope: !18, file: !3, line: 13, column: 3)
!25 = !DILocation(line: 13, column: 3, scope: !26)
!26 = !DILexicalBlockFile(scope: !24, file: !3, discriminator: 2)
!27 = !DILocation(line: 17, column: 3, scope: !18)
!28 = !DILocation(line: 14, column: 10, scope: !29)
!29 = distinct !DILexicalBlock(scope: !30, file: !3, line: 13, column: 37)
!30 = distinct !DILexicalBlock(scope: !24, file: !3, line: 13, column: 3)
!31 = !DILocation(line: 14, column: 29, scope: !29)
!32 = !DILocation(line: 14, column: 21, scope: !33)
!33 = !DILexicalBlockFile(scope: !29, file: !3, discriminator: 2)
!34 = !DILocation(line: 14, column: 19, scope: !29)
!35 = !DILocation(line: 14, column: 7, scope: !29)
!36 = !DILocation(line: 13, column: 33, scope: !37)
!37 = !DILexicalBlockFile(scope: !30, file: !3, discriminator: 6)
!38 = !DILocation(line: 13, column: 26, scope: !39)
!39 = !DILexicalBlockFile(scope: !30, file: !3, discriminator: 2)
!40 = distinct !DISubprogram(name: "funcA", linkageName: "_Z5funcAi", scope: !3, file: !3, line: 26, type: !7, scopeLine: 26, flags: DIFlagPrototyped | DIFlagAllCallsDescribed, spFlags: DISPFlagDefinition | DISPFlagOptimized, unit: !2)
!44 = !DILocation(line: 27, column: 22, scope: !40)
!45 = !DILocation(line: 27, column: 11, scope: !40)
!46 = !DILocation(line: 29, column: 3, scope: !40)
!47 = distinct !DISubprogram(name: "funcB", linkageName: "_Z5funcBi", scope: !3, file: !3, line: 32, type: !7, scopeLine: 32, flags: DIFlagPrototyped | DIFlagAllCallsDescribed, spFlags: DISPFlagDefinition | DISPFlagOptimized, unit: !2)
!51 = !DILocation(line: 33, column: 22, scope: !47)
!52 = !DILocation(line: 33, column: 11, scope: !47)
!53 = !DILocation(line: 35, column: 3, scope: !47)
!54 = distinct !DISubprogram(name: "funcLeaf", linkageName: "_Z8funcLeafi", scope: !3, file: !3, line: 48, type: !7, scopeLine: 48, flags: DIFlagPrototyped | DIFlagAllCallsDescribed, spFlags: DISPFlagDefinition | DISPFlagOptimized, unit: !2)
!57 = !DILocation(line: 49, column: 9, scope: !58)
!58 = distinct !DILexicalBlock(scope: !54, file: !3, line: 49, column: 7)
!59 = !DILocation(line: 49, column: 7, scope: !54)
!60 = !DILocation(line: 58, column: 14, scope: !61)
!61 = !DILexicalBlockFile(scope: !62, file: !3, discriminator: 2)
!62 = distinct !DILexicalBlock(scope: !58, file: !3, line: 56, column: 8)
!63 = !DILocation(line: 58, column: 5, scope: !61)
!64 = !DILocation(line: 52, column: 16, scope: !65)
!65 = distinct !DILexicalBlock(scope: !66, file: !3, line: 51, column: 19)
!66 = distinct !DILexicalBlock(scope: !58, file: !3, line: 49, column: 14)
!67 = !DILocation(line: 52, column: 12, scope: !65)
!68 = !DILocation(line: 52, column: 9, scope: !65)
!69 = !DILocation(line: 51, column: 14, scope: !70)
!70 = !DILexicalBlockFile(scope: !66, file: !3, discriminator: 2)
!71 = !DILocation(line: 51, column: 5, scope: !70)
!72 = !DILocation(line: 59, column: 16, scope: !73)
!73 = distinct !DILexicalBlock(scope: !62, file: !3, line: 58, column: 19)
!74 = !DILocation(line: 59, column: 12, scope: !73)
!75 = !DILocation(line: 59, column: 9, scope: !73)
!76 = !DILocation(line: 63, column: 3, scope: !54)